• DocumentCode
    2745908
  • Title

    A Modified Algorithm for DOA Estimation of Coherent Signal with SVD

  • Author

    Qi, Yang ; Dengshan, Huang ; Wen, Jiang

  • Author_Institution
    Electron. Eng. Dept., Northwestern Polytech. Univ., Xi´´an, China
  • Volume
    2
  • fYear
    2010
  • fDate
    5-6 June 2010
  • Firstpage
    408
  • Lastpage
    411
  • Abstract
    The research of coherent signal DOA has been a focus of research estimated spatial spectrum estimation. With the singular value decomposition, which presents a modified algorithm (MSVD) to solve signal-related research, i.e., with a new matrix of a certain rule that from the feature vector corresponding to the largest eigenvalue matrix of signals related, then an amendment to this matrix, and finally get some information of signal with SVD. In low SNR conditions, the algorithm can estimate coherence source effectively, it achieves higher estimation accuracy than other methods. Simulation results that MSVD algorithm has better performance than the conventional MSS and SVD algorithms in accuracy and stability; when the SNR is -5 dB and the angular difference of two signal sources is 10°, the successful rate of MSVD algorithm is nearly 100% but those of conventional MSS and SVD algorithms are much lower.
  • Keywords
    direction-of-arrival estimation; eigenvalues and eigenfunctions; singular value decomposition; DOA estimation; MSS algorithms; MSVD algorithm; SNR conditions; coherent signal; eigenvalue matrix; modified singular value decomposition; signal-related research; spatial spectrum estimation; Covariance matrix; Direction of arrival estimation; Eigenvalues and eigenfunctions; Mathematical model; Matrix decomposition; Signal processing; Signal processing algorithms; Signal to noise ratio; Singular value decomposition; Spectral analysis; coherent signal; direction of arrival; signal to noise ratio; singular value decomposition (SVD);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Control and Industrial Engineering (CCIE), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-4026-9
  • Type

    conf

  • DOI
    10.1109/CCIE.2010.221
  • Filename
    5491992